Take a user manual of a product having multiple pages (maybe a industrial equipment or a simple electronic gadget). Build a qna system that has the chatbot ui, uses vector db, does semantic search, has MySQL db for storage, langchain/llamaindex for building the backend etc
Excellent video. I think what makes it so good is that you give specific solutions for specific problem (e.g. use package x, try solution y). Excellent.
Thanks a lot. I request you to add a video on guiding a freelancer on the hardware resources needed - Own laptop or Cloud for development ? In either case, what could be the GPU, CPU, mem specifications etc..
HI I think for developer we need at least 16GB RAM and some good processor i5,i7. For deploying client application I use EC2 VM. I dont have any dedicated GPU, most of the time Google colab is fine.
Hi sir, I learnt programming language & now I am trying to use it but the thing is I am not able to write my first line of code and logics..totally confused, please guide me...
Interesting take on transformers at 8:10 and good to know the difference between sentence transformer lib or open ai or coher embedding conversion at 12:03 and vector db like pinecone or chroma db at 13:40. Would love see more about these two things in blog post and upcoming vids. Also using more open source artifacts like using sentence transformer +chroma db +llama2 to make a Custom conversational ai for pdfs or our own db. What is llama index, is it a langchain alternative? - update already covered at 20:00 thanks
Golden Content Pradip! Very much helpful. I'm working on building use case related to Speech Chatbot(ASR) and do you think can we use LLMs with LangChain for this problem statement?
Can you make a video about the whole workflow for any freelancing job? As a beginner, I think that I have the skills but there's always something in the job, I don't know or not confident enough. How can I tackle such things?
In the world of chatGPT i really dont focus on regexp, syntax etc. I would rather more focus on using tools that will generate code and learn how to combine and debug things
Thank you so much for the video. I have a doubt for building question answer system if I use open ai's model will my data get stored in their database , I am a little concerned about the security of the data.
What is the best way to learn deep learning fundamentals via implementation (let's say pick a trivial problem of build a recommendation system for movies) using pytorch in Aug 26, 2023? Thanks in advance
@@FutureSmartAI Yeah, I mean if I have to design a product like Google which I feel is unique and complex then how to design such complex things? I mean what do I study?
@@aj-lan284 Product Like Google , NO I dont have any near experience of that. you should check typical system design videos and there will be mnay such
Hi Bro ,I've worked as Web Consultant in Web selling process in Digital Marketing , pls plssuggest suitable , RELEVANT Job Orientated Projects in Data Science such that it can help me land a Data Science Job.
One of the best roadmap for NLP.
Please come up with an end to end project on NLP with implementation of LLMs with deployment
Can you share any use case that I take?
@@FutureSmartAIplease make end to end project on Q and A system using lanchain,pinecone ,open Ai ,flask /fast api and cloud..also chat bot
Take a user manual of a product having multiple pages (maybe a industrial equipment or a simple electronic gadget). Build a qna system that has the chatbot ui, uses vector db, does semantic search, has MySQL db for storage, langchain/llamaindex for building the backend etc
Great videos Pradip.
Hey bro I think I worked with you in TCS 😅
Excellent video. I think what makes it so good is that you give specific solutions for specific problem (e.g. use package x, try solution y). Excellent.
This was a much needed roadmap . Thank you for going into such intricate details sir . Keep growing 🎉
Thanks pradeep. This helps
appreciate it genuinely, and have learned so much from ur videos, you are kinda my mentor for NLP
Happy to hear that!
Thank you Pradip for such a detailed video
Glad you liked it!
thank you very much, you kept your word ❤
You're welcome 😊
thank you very much
You are welcome
Thanks a lot. I request you to add a video on guiding a freelancer on the hardware resources needed - Own laptop or Cloud for development ? In either case, what could be the GPU, CPU, mem specifications etc..
HI I think for developer we need at least 16GB RAM and some good processor i5,i7. For deploying client application I use EC2 VM. I dont have any dedicated GPU, most of the time Google colab is fine.
Thanks @@FutureSmartAI
Great roadmap pradip
Hey this is good one ,do you have any blog for this roadmap with link of your youtube videos in a sequence ,I want to follow this roadmap
Please make a end to end project video🙏
Hi any topic suggestion?
Hi sir, I learnt programming language & now I am trying to use it but the thing is I am not able to write my first line of code and logics..totally confused, please guide me...
Interesting take on transformers at 8:10 and good to know the difference between sentence transformer lib or open ai or coher embedding conversion at 12:03 and vector db like pinecone or chroma db at 13:40. Would love see more about these two things in blog post and upcoming vids. Also using more open source artifacts like using sentence transformer +chroma db +llama2 to make a Custom conversational ai for pdfs or our own db.
What is llama index, is it a langchain alternative? - update already covered at 20:00 thanks
Come with NLP playlist!!!
Hi I already have it ruclips.net/p/PLAMHV77MSKJ4Z4OXqao1gRdfQK7VQYAXb&si=hXWnbh1068nYCzJl
Golden Content Pradip! Very much helpful. I'm working on building use case related to Speech Chatbot(ASR) and do you think can we use LLMs with LangChain for this problem statement?
Can you make a video about the whole workflow for any freelancing job? As a beginner, I think that I have the skills but there's always something in the job, I don't know or not confident enough. How can I tackle such things?
Hi You mean I should pickup problem and show can I approach it or what tools I will use to solve it?
Yes sir
Can you please point to good Spacy tutorial for beginners ? Also, do we need to be thorough in regexp these days ?
In the world of chatGPT i really dont focus on regexp, syntax etc. I would rather more focus on using tools that will generate code and learn how to combine and debug things
Thank you so much for the video. I have a doubt for building question answer system if I use open ai's model will my data get stored in their database , I am a little concerned about the security of the data.
Hi Your data wll be stored in vector db and you will be sedning data to open ai whatver you are returning from semantic search
What is the best way to learn deep learning fundamentals via implementation (let's say pick a trivial problem of build a recommendation system for movies) using pytorch in Aug 26, 2023? Thanks in advance
Building Project and doing hands on is always good
Also what do I study so that I will be able to design complex platforms and start coding it...
Do you have any use case or problem statement in mind
@@FutureSmartAI Yeah, I mean if I have to design a product like Google which I feel is unique and complex then how to design such complex things? I mean what do I study?
@@aj-lan284 Product Like Google , NO I dont have any near experience of that. you should check typical system design videos and there will be mnay such
gpt 3.5 finetuning is available now
Yes
Hi Bro ,I've worked as Web Consultant in Web selling process in Digital Marketing , pls plssuggest suitable , RELEVANT Job Orientated Projects in Data Science such that it can help me land a Data Science Job.
Chinese me video banao plzz
Pls how can I message you on LinkedIn
www.linkedin.com/in/pradipnichite/